-}
-{-# LANGUAGE QuasiQuotes #-}
--- {-# LANGUAGE Arrows #-}
+{-# LANGUAGE QuasiQuotes #-}
+{-# LANGUAGE Arrows #-}
module Gargantext.Database.Action.Flow.Pairing
- (pairing)
+ -- (pairing)
where
-import Control.Lens (_Just, (^.))
-import Data.Map (Map, fromList)
-import Data.Maybe (catMaybes)
-import Data.Text (Text, toLower)
-import Database.PostgreSQL.Simple.SqlQQ (sql)
+import Debug.Trace (trace)
+import Control.Lens (_Just, (^.), view)
+import Data.Hashable (Hashable)
+import Data.HashMap.Strict (HashMap)
+import Data.Maybe (fromMaybe, catMaybes)
+import Data.Set (Set)
+import Data.Text (Text)
+import Gargantext.API.Ngrams.Tools
+import Gargantext.API.Ngrams.Types (NgramsTerm(..))
+import Gargantext.API.Prelude (GargNoServer)
+import Gargantext.Core
+import Gargantext.Core.Text.Metrics.CharByChar (levenshtein)
import Gargantext.Core.Types (TableResult(..))
-import Gargantext.Database.Action.Flow.Utils
-import Gargantext.Database.Admin.Types.Node (AnnuaireId, CorpusId, ListId{-, DocId, ContactId-})
-import Gargantext.Database.Prelude (Cmd, runPGSQuery)
-import Gargantext.Database.Query.Table.Node.Children (getAllContacts)
+import Gargantext.Core.Types.Main
+import Gargantext.Database
+import Gargantext.Database.Action.Metrics.NgramsByContext (getContextsByNgramsOnlyUser)
+import Gargantext.Database.Admin.Config
import Gargantext.Database.Admin.Types.Hyperdata -- (HyperdataContact(..))
+import Gargantext.Database.Admin.Types.Node -- (AnnuaireId, CorpusId, ListId, DocId, ContactId, NodeId)
+import Gargantext.Database.Query.Prelude (returnA, queryNodeNodeTable)
+import Gargantext.Database.Query.Table.Node (defaultList)
+import Gargantext.Database.Query.Table.Node.Children (getAllContacts)
+import Gargantext.Database.Query.Table.Node.Select (selectNodesWithUsername)
+import Gargantext.Database.Query.Table.NodeContext_NodeContext (insertNodeContext_NodeContext)
+import Gargantext.Database.Query.Table.NodeNode (insertNodeNode)
import Gargantext.Database.Schema.Ngrams -- (NgramsType(..))
+import Gargantext.Database.Schema.Node
+-- import Gargantext.Database.Schema.Context
+import qualified Data.HashMap.Strict as HM
import Gargantext.Prelude hiding (sum)
-import Safe (lastMay)
-import qualified Data.Map as DM
-import qualified Data.Text as DT
-
--- TODO mv this type in Types Main
-type Terms = Text
-
-{-
-pairing'' :: (CorpusId, CorpusId) -> (DocId -> DocId)
-pairing'' = undefined
-
-pairing' :: (CorpusId, AnnuaireId) -> (DocId -> ContactId)
-pairing' = undefined
--}
-
--- | TODO : add paring policy as parameter
-pairing :: CorpusId -- (CorpusId, ListId) -- Pair (Either CorpusId AnnuaireId) ListId
- -> AnnuaireId -- (AnnuaireId, ListId) -- Pair (Either CorpusId AnnuaireId) ListId
- -> ListId
- -> Cmd err Int
-pairing cId aId lId = do
- contacts' <- getAllContacts aId
- let contactsMap = pairingPolicyToMap toLower
- $ toMaps extractNgramsT (tr_docs contacts')
-
- ngramsMap' <- getNgramsTindexed cId Authors
- let ngramsMap = pairingPolicyToMap lastName ngramsMap'
-
- let indexedNgrams = pairMaps contactsMap ngramsMap
-
- insertDocNgrams lId indexedNgrams
-
-lastName :: Terms -> Terms
-lastName texte = DT.toLower
- $ maybe texte (\x -> if DT.length x > 3 then x else texte) (lastName' texte)
- where
- lastName' = lastMay . DT.splitOn " "
-
--- TODO: this method is dangerous (maybe equalities of the result are
--- not taken into account emergency demo plan...)
-pairingPolicyToMap :: (Terms -> Terms)
- -> Map (NgramsT Ngrams) a
- -> Map (NgramsT Ngrams) a
-pairingPolicyToMap f = DM.mapKeys (pairingPolicy f)
-
-pairingPolicy :: (Terms -> Terms)
- -> NgramsT Ngrams
- -> NgramsT Ngrams
-pairingPolicy f (NgramsT nt (Ngrams ng _)) = (NgramsT nt (Ngrams (f ng) 1))
-
--- | TODO : use Occurrences in place of Int
-extractNgramsT :: HyperdataContact
- -> Map (NgramsT Ngrams) Int
-extractNgramsT contact = fromList [(NgramsT Authors a' , 1)| a' <- authors ]
+import Opaleye
+import qualified Data.HashMap.Strict as HashMap
+import qualified Data.List as List
+import qualified Data.Set as Set
+import qualified Data.Text as Text
+
+-- | isPairedWith
+-- All NodeAnnuaire paired with a Corpus of NodeId nId:
+-- isPairedWith NodeAnnuaire corpusId
+isPairedWith :: NodeId -> NodeType -> Cmd err [NodeId]
+isPairedWith nId nt = runOpaQuery (selectQuery nt nId)
where
- authors = map text2ngrams
- $ catMaybes [ contact^.(hc_who . _Just . cw_lastName) ]
+ selectQuery :: NodeType -> NodeId -> Select (Column SqlInt4)
+ selectQuery nt' nId' = proc () -> do
+ node <- queryNodeTable -< ()
+ node_node <- optionalRestrict queryNodeNodeTable -<
+ \node_node' -> (node ^. node_id) .== (node_node' ^. nn_node2_id)
+ restrict -< (node^.node_typename) .== sqlInt4 (toDBid nt')
+ restrict -< (view nn_node1_id <$> node_node) .=== justFields (pgNodeId nId')
+ returnA -< node^.node_id
+-----------------------------------------------------------------------
+pairing :: AnnuaireId -> CorpusId -> Maybe ListId -> GargNoServer [Int]
+pairing a c l' = do
+ l <- case l' of
+ Nothing -> defaultList c
+ Just l'' -> pure l''
+ dataPaired <- dataPairing a (c,l,Authors)
+ _ <- insertNodeNode [ NodeNode c a Nothing Nothing]
+ insertNodeContext_NodeContext $ prepareInsert c a dataPaired
+
+
+dataPairing :: AnnuaireId
+ -> (CorpusId, ListId, NgramsType)
+ -> GargNoServer (HashMap ContactId (Set DocId))
+dataPairing aId (cId, lId, ngt) = do
+ -- mc :: HM.HashMap ContactName (Set ContactId)
+ mc <- getNgramsContactId aId
+ -- md :: HM.HashMap DocAuthor (Set DocId)
+ md <- getNgramsDocId cId lId ngt
+ -- printDebug "dataPairing authors" (HM.keys md)
+ let result = fusion mc md
+ -- printDebug "dataPairing" (length $ HM.keys result)
+ pure result
+
+
+prepareInsert :: CorpusId -> AnnuaireId -> HashMap ContactId (Set DocId)
+ -> [(CorpusId, AnnuaireId, DocId, ContactId)]
+prepareInsert corpusId annuaireId mapContactDocs =
+ map (\(contactId,docId) -> (corpusId, docId, annuaireId, contactId))
+ $ List.concat
+ $ map (\(contactId, setDocIds)
+ -> map (\setDocId
+ -> (contactId, setDocId)
+ ) $ Set.toList setDocIds
+ )
+ $ HM.toList mapContactDocs
+
+------------------------------------------------------------------------
+type ContactName = NgramsTerm
+type DocAuthor = NgramsTerm
+type Projected = NgramsTerm
+
+fusion :: HashMap ContactName (Set ContactId)
+ -> HashMap DocAuthor (Set DocId)
+ -> HashMap ContactId (Set DocId)
+fusion mc md = HM.fromListWith (<>)
+ $ List.concat
+ $ map (\(docAuthor, docs)
+ -> case (getClosest Text.toLower docAuthor (HM.keys mc)) of
+ Nothing -> []
+ Just author -> case HM.lookup author mc of
+ Nothing -> []
+ Just contactIds -> map (\contactId -> (contactId, docs))
+ $ Set.toList contactIds
+ )
+ $ HM.toList md
+
+fusion'' :: HashMap ContactName (Set ContactId)
+ -> HashMap DocAuthor (Set DocId)
+ -> HashMap ContactId (Set DocId)
+fusion'' mc md = hashmapReverse $ fusion' mc (hashmapReverse md)
+
+
+fusion' :: HashMap ContactName (Set ContactId)
+ -> HashMap DocId (Set DocAuthor)
+ -> HashMap DocId (Set ContactId)
+fusion' mc md = HM.fromListWith (<>)
+ $ map (\(docId, setAuthors) -> (docId, getContactIds mc $ getClosest' setAuthors (HM.keys mc)))
+ $ HM.toList md
+
+getContactIds :: HashMap ContactName (Set ContactId) -> Set ContactName -> Set ContactId
+getContactIds mapContactNames contactNames =
+ if Set.null contactNames
+ then Set.empty
+ else Set.unions $ catMaybes $ map (\contactName -> HM.lookup contactName mapContactNames) $ Set.toList contactNames
+
+getClosest' :: Set DocAuthor -> [ContactName] -> Set ContactName
+getClosest' setAuthors contactNames = trace (show (setAuthors, setContactNames)) $ setContactNames
+ where
+ setContactNames = if Set.null xs then ys else xs
+ xs = Set.fromList $ catMaybes $ map (\author -> getClosest Text.toLower author contactNames) $ Set.toList setAuthors
+ ys = Set.fromList $ catMaybes $ map (\(NgramsTerm author) -> case ((lastMay . (Text.splitOn " ")) author) of
+ Nothing -> Nothing
+ Just authorReduced -> getClosest Text.toLower (NgramsTerm authorReduced) contactNames)
+ $ Set.toList setAuthors
-pairMaps :: Map (NgramsT Ngrams) a
- -> Map (NgramsT Ngrams) NgramsId
- -> Map NgramsIndexed (Map NgramsType a)
-pairMaps m1 m2 =
- DM.fromList
- [ (NgramsIndexed ng nId, DM.singleton nt n2i)
- | (k@(NgramsT nt ng),n2i) <- DM.toList m1
- , Just nId <- [DM.lookup k m2]
- ]
------------------------------------------------------------------------
-getNgramsTindexed :: CorpusId
- -> NgramsType
- -> Cmd err (Map (NgramsT Ngrams) NgramsId)
-getNgramsTindexed corpusId ngramsType' = fromList
- <$> map (\(ngramsId',t,n) -> (NgramsT ngramsType' (Ngrams t n),ngramsId'))
- <$> selectNgramsTindexed corpusId ngramsType'
+getClosest :: (Text -> Text) -> NgramsTerm -> [NgramsTerm] -> Maybe NgramsTerm
+getClosest f (NgramsTerm from) candidates = fst <$> head scored
+ where
+ scored = List.sortOn snd
+ $ List.filter (\(_,score) -> score <= 2)
+ $ map (\cand@(NgramsTerm candidate) -> (cand, levenshtein (f from) (f candidate))) candidates
+
+
+------------------------------------------------------------------------
+getNgramsContactId :: AnnuaireId
+ -> Cmd err (HashMap ContactName (Set NodeId))
+getNgramsContactId aId = do
+ contacts <- getAllContacts aId
+ -- printDebug "getAllContexts" (tr_count contacts)
+ let paired= HM.fromListWith (<>)
+ $ map (\contact -> (toName contact, Set.singleton (contact^.node_id))
+ ) (tr_docs contacts)
+ -- printDebug "paired" (HM.keys paired)
+ pure paired
+-- POC here, should be a probabilistic function (see the one used to find lang)
+toName :: Node HyperdataContact -> NgramsTerm
+-- toName contact = NgramsTerm $ (Text.toTitle $ Text.take 1 firstName) <> ". " <> (Text.toTitle lastName)
+toName contact = NgramsTerm $ (Text.toTitle firstName) <> " " <> (Text.toTitle lastName)
where
- selectNgramsTindexed :: CorpusId
- -> NgramsType
- -> Cmd err [(NgramsId, Terms, Int)]
- selectNgramsTindexed corpusId' ngramsType'' = runPGSQuery selectQuery (corpusId', ngramsTypeId ngramsType'')
- where
- selectQuery = [sql| SELECT n.id,n.terms,n.n from ngrams n
- JOIN node_node_ngrams occ ON occ.ngrams_id = n.id
- -- JOIN node_node_ngrams2 occ ON occ.ngrams_id = n.id
- JOIN nodes_nodes nn ON nn.node2_id = occ.node2_id
-
- WHERE nn.node1_id = ?
- AND occ.ngrams_type = ?
- AND occ.node2_id = nn.node2_id
- GROUP BY n.id;
- |]
-
-{- | TODO more typed SQL queries
-selectNgramsTindexed :: CorpusId -> NgramsType -> Query NgramsRead
-selectNgramsTindexed corpusId ngramsType = proc () -> do
- nodeNode <- queryNodeNodeTable -< ()
- nodeNgrams <- queryNodesNgramsTable -< ()
- ngrams <- queryNgramsTable -< ()
-
- restrict -< node1_id nodeNode .== pgInt4 corpusId
- restrict -< node2_id nodeNode .== node_id nodeNgrams
- restrict -< ngrams_id ngrams .== node_ngrams nodeNgrams
-
- result <- aggregate groupBy (ngrams_id ngrams)
- returnA -< result
---}
+ firstName = fromMaybe "" $ contact^.(node_hyperdata . hc_who . _Just . cw_firstName)
+ lastName = fromMaybe "" $ contact^.(node_hyperdata . hc_who . _Just . cw_lastName)
+
+getNgramsDocId :: CorpusId
+ -> ListId
+ -> NgramsType
+ -> GargNoServer (HashMap DocAuthor (Set NodeId))
+getNgramsDocId cId lId nt = do
+ lIds <- selectNodesWithUsername NodeList userMaster
+ repo <- getRepo (lId:lIds)
+ let ngs = filterListWithRoot [MapTerm, CandidateTerm] $ mapTermListRoot (lId:lIds) nt repo
+ -- printDebug "getNgramsDocId" ngs
+
+ groupNodesByNgrams ngs <$> getContextsByNgramsOnlyUser cId (lIds <> [lId]) nt (HashMap.keys ngs)
+
+hashmapReverse :: (Ord a, Eq b, Hashable b)
+ => HashMap a (Set b) -> HashMap b (Set a)
+hashmapReverse m = HM.fromListWith (<>)
+ $ List.concat
+ $ map (\(k,vs) -> [ (v, Set.singleton k) | v <- Set.toList vs])
+ $ HM.toList m